CiNii Articles - Compressed sensing

1

GRASP法による超高速3D腹部造影ダイナミックMRI (特集生体機能を解き明かすMRイメージング) [in Japanese]

藤本晃司

バイオメカニズム学会誌 = Journal of the Society of Biomechanisms Japan 45(1), 9-13, 2021
2

A Spectrum Regeneration and Demodulation Method for Multiple Direct Undersampled Real Signals

SHIBA Takashi , FURUICHI Tomoyuki , MOTOYOSHI Mizuki , KAMEDA Suguru , SUEMATSU Noriharu

We propose a spectrum regeneration and demodulation method for multiple direct RF undersampled real signals by using a new algorithm. Many methods have been proposed to regenerate the RF spec …

IEICE Transactions on Communications, 2021

J-STAGE
3

Millisecond-Order X-ray Tomography Using Synchrotron Radiation [in Japanese]

YASHIRO Wataru

Journal of The Society of Instrument and Control Engineers 60(3), 192-196, 2021

J-STAGE
4

Sparse Modeling and Statistical Mechanical Informatics [in Japanese]

Obuchi Tomoyuki , Kabashima Yoshiyuki

「史上初，ブラックホールの撮影に成功」というニュースを覚えておられる読者も多いだろう．この成功の裏には，観測数の足りない推定問題という不良設定問題をいかにして解くかという数理科学・情報科学における技術の進展があった．ポイントは「適切な表現のもとでデータはスパースに表現できる」と仮定することで，不良設定問題を現実的に解ける問題に置き換えることであった．このような方法論をスパースモデ …

Butsuri 76(3), 140-149, 2021

J-STAGE
5

Applying K-SVD Dictionary Learning for EEG Compressed Sensing Framework with Outlier Detection and Independent Component Analysis

NAGAI Kotaro , KANEMOTO Daisuke , OHKI Makoto

… This letter reports on the effectiveness of applying the K-singular value decomposition (SVD) dictionary learning to the electroencephalogram (EEG) compressed sensing framework with outlier detection and independent component analysis. …

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2021

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6

Radio Techniques Incorporating Sparse Modeling

NISHIMURA Toshihiko , OGAWA Yasutaka , OHGANE Takeo , HAGIWARA Junichiro

… The estimation is carried out using compressed sensing, an effective tool for the sparse modeling, which produces solutions to an underdetermined linear system with a sparse regularization term. … The DOA estimation performance is compared among three compressed sensing algorithms. …

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E104.A(3), 591-603, 2021

J-STAGE
7

Expectation-Propagation Detection for Generalized Spatial Modulation with Sparse Orthogonal Precoding

SUGIYAMA Tatsuya , TAKEUCHI Keigo

… Sparse orthogonal matrices are proposed to improve the convergence property of expectation propagation (EP) for sparse signal recovery from compressed linear measurements subject to known dense and ill-conditioned multiplicative noise. …

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E104.A(3), 661-664, 2021

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8

Two New Families Of Asymptotically Optimal Codebooks From Characters Of Cyclic Groups

YAN Yang , YAO Yao , CHEN Zhi , WANG Qiuyan

… Codebooks with small inner-product correlation have applied in direct spread code division multiple access communications, space-time codes and compressed sensing. …

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2021

J-STAGE
9

Erratum: Compressed Sensing Framework Applying Independent Component Analysis after Undersampling for Reconstructing Electroencephalogram Signals [IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences Vol. E103.A (2020) , No. 12 pp.1647-1654]

KANEMOTO Daisuke , KATSUMATA Shun , AIHARA Masao , OHKI Makoto

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E104.A(1), 347_e1-347_e1, 2021

J-STAGE
10

(ROUTINE CLINICAL MRI 2021 BOOK) [in Japanese]

齋木秀太郎

映像情報medical : a monthly journal of medical imaging and information 52(14), 142-148, 2020-12

Ichushi Web
11

Deep Learning for Light-Field Acquisition and Display [in Japanese]

高橋桂太

光学 = Japanese journal of optics : publication of the Optical Society of Japan 49(5), 179-185, 2020-05
12

Signal reconstruction using nonconvex sparse penalties and nonconvexity control [in Japanese]

坂田綾香 , 小渕智之

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 119(485), 9-12, 2020-03-25
13

Decorrelated structure-tensor total variation [in Japanese]

島村裕哉 , 北口史織 , 京地清介

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 119(454), 51-56, 2020-03-05
14

Decorrelated structure-tensor total variation [in Japanese]

島村裕哉 , 北口史織 , 京地清介

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 119(457), 51-56, 2020-03-05
15

Super Resolution Analysis of X-ray Fluorescence Imaging Using Compressed Sensing Technique [in Japanese]

松山嗣史 , 山内葵 , 岩崎正寛 , 林和則 , 辻幸一

X線分析の進歩 (51), 49-56, 2020-03
16

Fiber optic probe for speckle illumination endoscope [in Japanese]

大久保享一 , 片桐崇史 , 松浦祐司

電気学会研究会資料. OQD = The papers of technical meeting on optical and quantum devices, IEE Japan 2020(9-16), 35-40, 2020-02-28
17

深層学習に基づく適応的圧縮パターン推定による高効率圧縮法 [in Japanese]

関根理敏 , 伊加田恵志

… ，IoTやAIを活用したモニタリングシステムが重要となっている．我々はその利用環境における広範囲・長期間にわたって収集されるセンサデータの伝送効率化に向けて，LACSLE (Lightweight and Adaptive Compressed Sensing based on deep Learning for Edge devices)と呼ばれる，エッジ端末において深層学習に基づいて最適な圧縮比を動的に推定する機械学習型の適応的圧縮センシング手法を提案している．この手法では，あ …

第82回全国大会講演論文集 2020(1), 1-2, 2020-02-20

IPSJ
18

Encouragement Presentation : Aggregate-Compression-Aided Subcarrier IQ Index Modulation with Discreteness-Aware Fast Iterative Shrinkage-Thresholding Algorithm [in Japanese]

大比良和哉 , 石橋功至

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 119(377), 279-284, 2020-01-23
19

A Proposal of Broad Band Spectrum Estimation Method from Several Clock Undersampling Information by Compressed Sensing Algorithm [in Japanese]

芝隆司 , 古市朋之 , 本良瑞樹 , 亀田卓 , 末松憲治

電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 119(377), 267-272, 2020-01-23
20

Study of Digital Circuit Design of Independent Component Analysis for Compressed Sensing Electroencephalogram Signal Processing

Chen Brendon , Kanemoto Daisuke , Maida Osamu , Hirose Tetsuya

電気学会研究会資料. ECT = The papers of technical meeting on electronic circuits, IEE Japan 2020(1-26), 7-10, 2020-01-23

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